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Zombies, Again? The COVID-19 Business Support Programs in Japan

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Listed:
  • Takeo Hoshi

    (University of Tokyo)

  • Daiji Kawaguchi

    (University of Tokyo)

  • Kenichi Ueda

    (University of Tokyo)

Abstract

We designed and conducted a firm-level survey on the use of COVID-19-related government programs, in collaboration with Tokyo Shoko Research, LTD (TSR). Combining the survey results with the financial statements of the respondent firms, we investigated the factors behind the allocation of various government programs. We find that firms that had low credit scores before the COVID-19 pandemic were more likely to apply for and receive the subsidies and concessional loans offered by the Japanese government in 2020. Firms with low credit scores are not necessarily zombies, which are defined to be the firms that are non-viable but kept alive by assistance from creditors and/or government. Our result suggests that the government assistance may have also subsidized some poorly performing firms that were not yet zombies before the pandemic.

Suggested Citation

  • Takeo Hoshi & Daiji Kawaguchi & Kenichi Ueda, 2021. "Zombies, Again? The COVID-19 Business Support Programs in Japan," Bank of Japan Working Paper Series 21-E-15, Bank of Japan.
  • Handle: RePEc:boj:bojwps:wp21e15
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    1. Viral V. Acharya & Matteo Crosignani & Tim Eisert & Christian Eufinger, 2020. "Zombie Credit and (Dis-)Inflation: Evidence from Europe," NBER Working Papers 27158, National Bureau of Economic Research, Inc.
    2. Joe Peek & Eric S. Rosengren, 2005. "Unnatural Selection: Perverse Incentives and the Misallocation of Credit in Japan," American Economic Review, American Economic Association, vol. 95(4), pages 1144-1166, September.
    3. Nishimura, Kiyohiko G. & Nakajima, Takanobu & Kiyota, Kozo, 2005. "Does the natural selection mechanism still work in severe recessions?: Examination of the Japanese economy in the 1990s," Journal of Economic Behavior & Organization, Elsevier, vol. 58(1), pages 53-78, September.
    4. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    5. Morikawa, Masayuki, 2021. "Productivity of firms using relief policies during the COVID-19 crisis," Economics Letters, Elsevier, vol. 203(C).
    6. John Haltiwanger & Ron S. Jarmin & Robert Kulick & Javier Miranda, 2016. "High Growth Young Firms: Contribution to Job, Output, and Productivity Growth," NBER Chapters, in: Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, pages 11-62, National Bureau of Economic Research, Inc.
    7. Shin‐ichi Fukuda & Jun‐ichi Nakamura, 2011. "Why Did ‘Zombie’ Firms Recover in Japan?," The World Economy, Wiley Blackwell, vol. 34, pages 1124-1137, July.
    8. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    9. Deniz Igan & Prachi Mishra & Thierry Tressel, 2012. "A Fistful of Dollars: Lobbying and the Financial Crisis," NBER Macroeconomics Annual, University of Chicago Press, vol. 26(1), pages 195-230.
    10. Kyoji Fukao & Young Gak Kim & Hyeog Ug Kwon, 2006. "Plant Turnover and TFP Dynamics in Japanese Manufacturing," Hi-Stat Discussion Paper Series d06-180, Institute of Economic Research, Hitotsubashi University.
    11. Müge Adalet McGowan & Dan Andrews & Valentine Millot & Thorsten BeckManaging Editor, 2018. "The walking dead? Zombie firms and productivity performance in OECD countries," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 685-736.
    12. Daisuke Miyakawa & Kohei Shintani, 2020. "Disagreement between Human and Machine Predictions," IMES Discussion Paper Series 20-E-11, Institute for Monetary and Economic Studies, Bank of Japan.
    13. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    14. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 0. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    15. Kimie Harada & Takeo Hoshi & Masami Imai & Satoshi Koibuchi & Ayako Yasuda, 2015. "Japan’s financial regulatory responses to the global financial crisis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 7(1), pages 51-67, April.
    16. Gourinchas, Pierre-Olivier & Kalemli-Özcan, Sebnem & Penciakova, Veronika & Sander, Nick, 2022. "Estimating SME Failures in Real Time: An Application to the COVID-19 Crisis," CEPR Discussion Papers 15323, C.E.P.R. Discussion Papers.
    17. Pierre-Olivier Gourinchas & Ṣebnem Kalemli-Özcan & Veronika Penciakova & Nick Sander, 2020. "COVID-19 and SME Failures," FRB Atlanta Working Paper 2020-21, Federal Reserve Bank of Atlanta.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Thomas Philippon & Vasiliki Skreta, 2012. "Optimal Interventions in Markets with Adverse Selection," American Economic Review, American Economic Association, vol. 102(1), pages 1-28, February.
    20. MIYAKAWA Daisuke & MIYAUCHI Yuhei & Christian PEREZ, 2017. "Forecasting Firm Performance with Machine Learning: Evidence from Japanese firm-level data," Discussion papers 17068, Research Institute of Economy, Trade and Industry (RIETI).
    21. ONO Arito & YASUDA Yukihiro, 2017. "Forgiveness Versus Financing: The determinants and impact of SME debt forbearance in Japan," Discussion papers 17086, Research Institute of Economy, Trade and Industry (RIETI).
    22. Kikuchi, Shinnosuke & Kitao, Sagiri & Mikoshiba, Minamo, 2021. "Who suffers from the COVID-19 shocks? Labor market heterogeneity and welfare consequences in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 59(C).
    23. Raj Chetty & John N. Friedman & Michael Stepner & The Opportunity Insights Team, 2020. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," NBER Working Papers 27431, National Bureau of Economic Research, Inc.
    24. Hoshi, Takeo & Kashyap, Anil K, 2010. "Will the U.S. bank recapitalization succeed? Eight lessons from Japan," Journal of Financial Economics, Elsevier, vol. 97(3), pages 398-417, September.
    25. Claessens, Stijn & Ueda, Kenichi, 2020. "Basic Employment Protection, Bargaining Power, and Economic Outcomes," Journal of Law, Finance, and Accounting, now publishers, vol. 5(2), pages 179-229, September.
    26. Kenichi UEDA & Khaliun Dovchinsuren, 2020. "Allocative Efficiency of Capital across Japanese Firms," Public Policy Review, Policy Research Institute, Ministry of Finance Japan, vol. 16(7), pages 1-22, October.
    27. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    28. Nicholas Bloom & Robert S. Fletcher & Ethan Yeh, 2021. "The Impact of COVID-19 on US Firms," NBER Working Papers 28314, National Bureau of Economic Research, Inc.
    29. Brunnermeier, Markus & Krishnamurthy, Arvind, 2020. "Corporate Debt Overhang and Credit Policy," Research Papers 3876, Stanford University, Graduate School of Business.
    30. Jose Maria Barrero & Nicholas Bloom & Steven J. Davis, 2020. "COVID-19 Is Also a Reallocation Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 329-383.
    31. Gustavo Joaquim & Felipe Netto, 2021. "Optimal Allocation of Relief Funds: The Case of the Paycheck Protection Program," Working Papers 21-16, Federal Reserve Bank of Boston.
    32. Jappelli, Ruggero & Pelizzon, Loriana & Plazzi, Alberto, 2021. "The core, the periphery, and the disaster: Corporate-sovereign nexus in COVID-19 times," SAFE Working Paper Series 331, Leibniz Institute for Financial Research SAFE.
    33. Robert P. Bartlett III & Adair Morse, 2020. "Small Business Survival Capabilities and Policy Effectiveness: Evidence from Oakland," NBER Working Papers 27629, National Bureau of Economic Research, Inc.
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    2. Haimann, Michael & Kaserer, Christoph & Ljubicic, Kristian, 2023. "Cui bono? Large-scale evidence on the impact of COVID-19 policy measures on listed firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 228-243.
    3. Tomoyuki Yagi & Kakuho Furukawa & Jouchi Nakajima, 2022. "Productivity Trends in Japan - Reviewing Recent Facts and the Prospects for the Post-COVID-19 Era -," Bank of Japan Working Paper Series 22-E-10, Bank of Japan.
    4. HONDA Tomohito & ONO Arito & UESUGI Iichiro & YASUDA Yukihiro, 2023. "Anatomy of Out-of-court Debt Workouts for SMEs," Discussion papers 23088, Research Institute of Economy, Trade and Industry (RIETI).
    5. HONJO, Yuji & IWAKI, Yunosuke & KATO, Masatoshi, 2024. "Outside or inside the firm? The impact of debt financing on the exit routes of start-up firms," TDB-CAREE Discussion Paper Series E-2023-02, Teikoku Databank Center for Advanced Empirical Research on Enterprise and Economy, Graduate School of Economics, Hitotsubashi University.
    6. Ren, Meixu & Zhao, Jinxuan & Zhao, Jingmei, 2023. "The crowding-out effect of zombie companies on fixed asset investment: Evidence from China," Research in International Business and Finance, Elsevier, vol. 65(C).
    7. Kleimeier, Stefanie & Hoffmann, Arvid O.I. & Broihanne, Marie-Hélène & Plotkina, Daria & Göritz, Anja S., 2023. "Determinants of individuals’ objective and subjective financial fragility during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 153(C).
    8. Kotone Yamada & Yukio Minoura & Jouchi Nakajima & Tomoyuki Yagi, 2023. "Corporate Finance Facility and Resource Allocation: Research Trends and Developments during the Spread of COVID-19," Bank of Japan Working Paper Series 23-E-1, Bank of Japan.
    9. TSURUTA Daisuke, 2024. "Determinants and Consequences of Bank Borrowings of Small Businesses: Is the COVID-19 crisis special?," Discussion papers 24007, Research Institute of Economy, Trade and Industry (RIETI).
    10. Nakamura, Jun-ichi, 2023. "A 50-year history of “zombie firms” in Japan: How banks and shareholders have been involved in corporate bailouts?," Japan and the World Economy, Elsevier, vol. 66(C).
    11. TSURUTA Daisuke, 2023. "Credit Allocation and Public Credit Guarantee Schemes for Small Businesses: Evidence from Japan," Discussion papers 23083, Research Institute of Economy, Trade and Industry (RIETI).

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